December 5, 2025
Visualization 1: Australian frogs map using the maps package
Visualization 2: Animal types
Visualization 3: Animal Names Word Cloud using Shiny
Changes in headlines about women over time
Changes in headlines about women by country
Visualization of data
# A tibble: 1 × 2
avg_diff med_diff
<dbl> <dbl>
1 13.7 49.5
Null distribution
# A tibble: 10 × 5
obs_avg_diff obs_med_diff perm_avg_diff perm_med_diff rep
<dbl> <dbl> <dbl> <dbl> <int>
1 13.7 49.5 -53.9 -31.9 1
2 13.7 49.5 -8.82 16.1 2
3 13.7 49.5 24.3 41.4 3
4 13.7 49.5 -32.0 -31.9 4
5 13.7 49.5 -29.7 16.1 5
6 13.7 49.5 12.2 8.06 6
7 13.7 49.5 -13.3 -31.9 7
8 13.7 49.5 56.4 16.1 8
9 13.7 49.5 15.9 66.7 9
10 13.7 49.5 -37.2 8.06 10
P-value
# A tibble: 1 × 2
p_value_avg p_value_med
<dbl> <dbl>
1 0.306 0.116
Sources: academic article and NPR interview